speculative decoding

Seer: Online Context Learning for Fast Synchronous LLM Reinforcement Learning OSDI 2026 See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs ACL 2026 Sparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video LLMs ACL 2026 Speculative Decoding Speed-of-Light: Optimal Lower Bounds via Branching Random Walks EACL 2026 SSSD: Simply-Scalable Speculative Decoding ACL 2026 Steering Pretrained Drafters During Speculative Decoding AAAI 2026 TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs EACL 2026 Talon: Breaking the Synchronization Barrier in Speculative Decoding with Hybrid Model-based and Retrieve-based Drafting AAAI 2026 TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs ACL 2026 T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground EACL 2026 UniSpec: Training-Free Speculative Decoding for Robust LLM Acceleration Across Languages and Hardware ACL 2026 VVS: Accelerating Speculative Decoding for Visual Autoregressive Generation via Partial Verification Skipping CVPR 2026 Accelerated Test-Time Scaling with Model-Free Speculative Sampling EMNLP 2025 Accelerating Autoregressive Speech Synthesis Inference With Speech Speculative Decoding Interspeech 2025 Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies ICML 2025 AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism ICML 2025 A Drop-In Solution for On-the-Fly Adaptation of Speculative Decoding in Large Language Models ACL 2025 Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025 Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference NAACL 2025 BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms ICML 2025 Block Verification Accelerates Speculative Decoding ICLR 2025 Cacheback: Speculative Decoding With Nothing But Cache EMNLP 2025 CLaSp: In-Context Layer Skip for Self-Speculative Decoding ACL 2025 Constrained Decoding with Speculative Lookaheads NAACL 2025 Consultant Decoding: Yet Another Synergistic Mechanism ACL 2025